Evolutionary Algorithms: v. 111 - Rilegato

 
9780387988269: Evolutionary Algorithms: v. 111
Rilegato
ISBN 10: 0387988262 ISBN 13: 9780387988269
Casa editrice: Springer Nature, 1999

Sinossi

The IMA Workshop on Evolutionary Algorithms brought together many of the top researchers in the area of Evolutionary Computation for a week of intensive interaction. The field of Evolutionary Computation has developed significantly over the past 30 years and today consists of a variety of subfields such as genetic algorithms, evolution strategies, evolutionary programming, and genetic programming, each with its own algorithmic perspectives and goals. The workshop did a great deal to clarify the current state of the theory of Evolutionary Algorithms. The existing theory might be characterized as deriving from two principal approaches. There is a high level macro-theory that looks at the processing of "building blocks" and "schemata" that are shared by many good solutions when searching a problem space. There is also a low level micro-theory that builds exact Markov models of the search process. It is sometimes hard for researchers working at such different levels of abstraction to interact. The IMA workshop allowed researchers working at these different levels to present their points of view and to move toward common ground. There was real progress in communication between theorists and practitioners in the evolutionary computation field. Speakers presented applications across a wide range of problem areas. In some of those cases, theoretically motivated methods work quite well. In other cases, practitioners used domain-based methods to obtain better performance than could be achieved by using a "pure" evolutionary algorithm. Individuals on both sides went away with a better appreciation of the successes and failures of current theory.

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Editore
Springer Nature
Data di pubblicazione
1999
Lingua
Inglese
ISBN 10 
0387988262
ISBN 13 
9780387988269
Rilegatura
Copertina rigida
Numero di pagine
293
Redattore
Davis Lawrence David, Vose Michael D., De Jong Kenneth, Whitley L. Darrell
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
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Altre edizioni note dello stesso titolo

9781461271857: Evolutionary Algorithms: 111

Edizione in evidenza

ISBN 10:  1461271851 ISBN 13:  9781461271857
Casa editrice: Springer, 2012
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